353 citations · 376 across the 6 of their papers we have counts for
12 papers
Pruning Very Deep Neural Network Channels for Efficient Inference
Yihui He
In this paper, we introduce a new channel pruning method to accelerate very deep convolutional neural networks. Given a trained CNN model, we propose an iterative two-step algorith…
Motion Prediction in Visual Object Tracking
Jianren Wang, Yihui He
Visual object tracking (VOT) is an essential component for many applications, such as autonomous driving or assistive robotics. However, recent works tend to develop accurate syste…
Epipolar Transformers
Yihui He, Rui Yan, Katerina Fragkiadaki +1
A common approach to localize 3D human joints in a synchronized and calibrated multi-view setup consists of two-steps: (1) apply a 2D detector separately on each view to localize j…
Deep Mixture Density Network for Probabilistic Object Detection
Yihui He, Jianren Wang
Mistakes/uncertainties in object detection could lead to catastrophes when deploying robots in the real world. In this paper, we measure the uncertainties of object localization to…
MoBiNet: A Mobile Binary Network for Image Classification
Hai Phan, Dang Huynh, Yihui He +2
MobileNet and Binary Neural Networks are two among the most widely used techniques to construct deep learning models for performing a variety of tasks on mobile and embedded platfo…
Prediction-Tracking-Segmentation
Jianren Wang, Yihui He, Xiaobo Wang +2
We introduce a prediction driven method for visual tracking and segmentation in videos. Instead of solely relying on matching with appearance cues for tracking, we build a predicti…